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ACR's Connect and AI-LAB technical framework.
Brink L, Coombs LP, Kattil Veettil D, Kuchipudi K, Marella S, Schmidt K, Nair SS, Tilkin M, Treml C, Chang K, Kalpathy-Cramer J. Brink L, et al. Among authors: chang k. JAMIA Open. 2022 Nov 11;5(4):ooac094. doi: 10.1093/jamiaopen/ooac094. eCollection 2022 Dec. JAMIA Open. 2022. PMID: 36380846 Free PMC article.
Residual Convolutional Neural Network for the Determination of IDH Status in Low- and High-Grade Gliomas from MR Imaging.
Chang K, Bai HX, Zhou H, Su C, Bi WL, Agbodza E, Kavouridis VK, Senders JT, Boaro A, Beers A, Zhang B, Capellini A, Liao W, Shen Q, Li X, Xiao B, Cryan J, Ramkissoon S, Ramkissoon L, Ligon K, Wen PY, Bindra RS, Woo J, Arnaout O, Gerstner ER, Zhang PJ, Rosen BR, Yang L, Huang RY, Kalpathy-Cramer J. Chang K, et al. Clin Cancer Res. 2018 Mar 1;24(5):1073-1081. doi: 10.1158/1078-0432.CCR-17-2236. Epub 2017 Nov 22. Clin Cancer Res. 2018. PMID: 29167275 Free PMC article.
Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.
Brown JM, Campbell JP, Beers A, Chang K, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium. Brown JM, et al. Among authors: chang k. JAMA Ophthalmol. 2018 Jul 1;136(7):803-810. doi: 10.1001/jamaophthalmol.2018.1934. JAMA Ophthalmol. 2018. PMID: 29801159 Free PMC article.
Bevacizumab Reduces Permeability and Concurrent Temozolomide Delivery in a Subset of Patients with Recurrent Glioblastoma.
Gerstner ER, Emblem KE, Chang K, Vakulenko-Lagun B, Yen YF, Beers AL, Dietrich J, Plotkin SR, Catana C, Hooker JM, Duda DG, Rosen B, Kalpathy-Cramer J, Jain RK, Batchelor T. Gerstner ER, et al. Among authors: chang k. Clin Cancer Res. 2020 Jan 1;26(1):206-212. doi: 10.1158/1078-0432.CCR-19-1739. Epub 2019 Sep 26. Clin Cancer Res. 2020. PMID: 31558474 Free PMC article.
DeepNeuro: an open-source deep learning toolbox for neuroimaging.
Beers A, Brown J, Chang K, Hoebel K, Patel J, Ly KI, Tolaney SM, Brastianos P, Rosen B, Gerstner ER, Kalpathy-Cramer J. Beers A, et al. Among authors: chang k. Neuroinformatics. 2021 Jan;19(1):127-140. doi: 10.1007/s12021-020-09477-5. Neuroinformatics. 2021. PMID: 32578020 Free PMC article.
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